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find_all_linear_names

Syntologyentry name in harvested coderead from the graph 2026-09-24

find_all_linear_names appears in the code Syntology harvested for 50 papers, as 23 distinct code bodies found in 54 places (a place is one code body under one paper). At least one of them ran in 47 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named find_all_linear_names do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 18 of the 23 distinct code bodies named find_all_linear_names; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
12ran · our draft was wrong
0ran · fixture could not drive it
6ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 22 of the 54 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

50 papers shown of 50, newest first; 54 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 4 papers added by Syntology; 2 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Energy-and Memory-Efficient PEFT Methods for Personalized On-Device SLMs on Consumer GPUs added by Syntology 2026-08 (from id) Rickserd/super-duper-computing-machine/GLUE_benchmark/utils/module_discovery.py 4c5d3e3f6f9d7d13 ran no licence file found · pointer only
CBD: API-Only LLM Black-Box Unlearning through Controlled Behavioral Divergence added by Syntology 2026-06 (from id) DGL-codes/CBD/uld/model/peft_util.py ebb85bc96e7f493f ran MIT (permissive)
DualOptim+: Bridging Shared and Decoupled Optimizer States for Better Machine Unlearning in Large Language Models added by Syntology 2026-05 (from id) CityU-MLO/DualOptimPlus/forget.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
LoReC: Rethinking Large Language Models for Graph Data Analysis added by Syntology 2026-04 (from id) Git-King-Zhan/LoReC/lorec-gpt/graphgpt/model/GraphLlama_pl.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge 28 May 2025 tutujingyugang1/ChatVLA_public/qwen2_vla/model_load_utils.py 21878daebfb70bd4 unverified MIT (permissive)
VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation 20 May 2025 opengvlab/internvideo2/xtuner-train_internvideo2_5/xtuner/model/utils.py 53281c424cf5891f ran · our draft was wrong MIT (permissive)
ReLearn: Unlearning via Learning for Large Language Models 16 Feb 2025 zjunlp/unlearn/semeval25/unlearn-merging.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models 16 Feb 2025 z1zs/mmunlearner/MLLMU_finetune.py 95e3810daa2e6652 ran · our draft was wrong no licence file found · pointer only
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant 2 Dec 2024 Code-kunkun/LamRA/utils.py db7c18eeb2aa3486 unverified MIT (permissive)
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI 21 Nov 2024 uni-medical/gmai-vl/xtuner/model/utils.py 53281c424cf5891f ran · our draft was wrong Apache-2.0 (permissive)
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset 5 Nov 2024 safolab-wisc/fiubench/finetune.py c774723322f1f9c6 ran · our draft was wrong no licence file found · pointer only
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset 5 Nov 2024 safolab-wisc/fiubench/forget.py ece33b2e8d2088a3 unverified no licence file found · pointer only
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench 29 Oct 2024 franciscoliu/MLLMU-Bench/finetune.py d05aac5d78e7c8c9 ran · our draft was wrong no licence file found · pointer only
Cross-model Control: Improving Multiple Large Language Models in One-time Training 23 Oct 2024 wujwyi/CMC/tofu/finetune.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding 22 Oct 2024 Vision-CAIR/LongVU/longvu/mm_datautils.py c774723322f1f9c6 ran · our draft was wrong Apache-2.0 (permissive)
A Closer Look at Machine Unlearning for Large Language Models 10 Oct 2024 sail-sg/closer-look-LLM-unlearning/forget.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning 9 Oct 2024 OPTML-Group/Unlearn-Simple/TOFU/finetune.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts 18 Sep 2024 carol-gutianle/meow/meow/tofu/finetune.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
AdaptVision: Dynamic Input Scaling in MLLMs for Versatile Scene Understanding 30 Aug 2024 harrytea/adaptvision/llava/utils.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs 13 Aug 2024 csm9493/efficient-llm-unlearning/TOFU/finetune.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs 13 Aug 2024 csm9493/efficient-llm-unlearning/TOFU/forget.py 7af66f4ab4a74bf7 ran · our draft was wrong MIT (permissive)
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning 6 Aug 2024 nlp-uoregon/ullme/ullme/model/utils.py fc0a74d3e37f075a ran Apache-2.0 (permissive)
Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective 24 Jul 2024 ucsb-nlp-chang/causal_unlearn/forget.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models 2 Jul 2024 zjunlp/knowundo/pretrain/pretrain.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
Jogging the Memory of Unlearned LLMs Through Targeted Relearning Attacks 19 Jun 2024 s-huu/jog_llm_memory/synthetic/finetune.py 649fc48067a48529 ran · our draft was wrong Apache-2.0 (permissive)
ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation 16 Jun 2024 Rain9876/ShareLoRA/sharelora/lora_llama3.py ecc92d824335c77f ran · our draft was wrong no licence file found · pointer only
Large Language Model Unlearning via Embedding-Corrupted Prompts 12 Jun 2024 identical code first harvested elsewhere 649fc48067a48529 ran · our draft was wrong licence of this copy not recorded
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents 5 Jun 2024 DPamK/BadAgent/utils/tools.py b8396d747ffb9a64 unverified no licence file found · pointer only
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks 24 May 2024 leo-yangli/VB-LoRA/math_instruction_tuning/utils/merge_adapter_to_base_model.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning 1 May 2024 YuxiXie/MCTS-DPO/mcts_rl/models/pretrained.py c9a2daaf02cf5c5c ran · our draft was wrong Apache-2.0 (permissive)
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning 28 Apr 2024 optml-group/soul/src/exec/Fine_tune_hp.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback 22 Apr 2024 Mr-Loevan/HSA-DPO/hsa_dpo/models/llava-v1_5/train_dpo.py c774723322f1f9c6 ran · our draft was wrong no licence file found · pointer only
Self-Supervised Visual Preference Alignment 16 Apr 2024 Kevinz-code/SeVa/seva/train_dpo_ours.py c774723322f1f9c6 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
ORPO: Monolithic Preference Optimization without Reference Model 12 Mar 2024 shibing624/medicalgpt/training/supervised_finetuning.py 7e7adc82abe38ce7 ran · our draft was wrong Apache-2.0 (permissive)
ORPO: Monolithic Preference Optimization without Reference Model 12 Mar 2024 shibing624/medicalgpt/training/reward_modeling.py d640810687642a4f unverified Apache-2.0 (permissive)
Can LLMs' Tuning Methods Work in Medical Multimodal Domain? 11 Mar 2024 timmy-chan/mile/train_MILE.py c9a2daaf02cf5c5c ran · our draft was wrong no licence file found · pointer only
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios 7 Mar 2024 rikeilong/bay-cat/ADPO_CAT/train_dpo.py 649fc48067a48529 ran · our draft was wrong Apache-2.0 (permissive)
Resonance RoPE: Improving Context Length Generalization of Large Language Models 29 Feb 2024 sheryc/resonance_rope/llama_finetuning/finetune.py 82635a5a905ad930 ran · our draft was wrong Apache-2.0 (permissive)
HiGPT: Heterogeneous Graph Language Model 25 Feb 2024 identical code first harvested elsewhere 649fc48067a48529 ran · our draft was wrong licence of this copy not recorded
CoLLaVO: Crayon Large Language and Vision mOdel 17 Feb 2024 ByungKwanLee/CoLLaVO/collavo/load_collavo.py 4d06aef6df813d92 ran MIT (permissive)
TOFU: A Task of Fictitious Unlearning for LLMs 11 Jan 2024 locuslab/tofu/finetune.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling 23 Dec 2023 jquesnelle/yarn/finetune.py 82635a5a905ad930 ran · our draft was wrong MIT (permissive)
Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization 28 Nov 2023 opendatalab/ha-dpo/ha_dpo/models/llava-v1_5/train_dpo.py c774723322f1f9c6 ran · our draft was wrong Apache-2.0 (permissive)
Towards Improving Document Understanding: An Exploration on Text-Grounding via MLLMs 22 Nov 2023 harrytea/tgdoc/tgdoc/utils.py 649fc48067a48529 ran · our draft was wrong no licence file found · pointer only
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings 9 Nov 2023 SeanLee97/AnglE/angle_emb/utils.py 1f7e9b5195bb7b08 ran MIT (permissive)
GraphGPT: Graph Instruction Tuning for Large Language Models 19 Oct 2023 HKUDS/GraphGPT/graphgpt/model/GraphLlama_pl.py 649fc48067a48529 ran · our draft was wrong Apache-2.0 (permissive)
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model 13 Oct 2023 williamliujl/Qilin-Med/scripts/supervised_finetuning.py 7e7adc82abe38ce7 ran · our draft was wrong no licence file found · pointer only
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction 5 Oct 2023 hitz-zentroa/GoLLIE/src/model/model_utils.py ef50b7a39a5c925f ran Apache-2.0 (permissive)
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions 19 Aug 2023 mlpc-ucsd/bliva/bliva/models/bliva_vicuna7b_lora.py 649fc48067a48529 ran · our draft was wrong BSD-3-Clause (permissive)
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources 7 Jun 2023 schwartz-lab-NLP/label-bias/src/superni/utils/lora_utils.py bea710de6ec7c18d ran · our draft was wrong no licence file found · pointer only
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 hitz-zentroa/this-is-not-a-dataset/load_model.py cfdc29157de085e3 ran · our draft was wrong Apache-2.0 (permissive)
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 internlm/xtuner/xtuner/model/utils.py 53281c424cf5891f ran · our draft was wrong Apache-2.0 (permissive)
arXiv:aaai_27999 mlpc-ucsd/BLIVA/bliva/models/bliva_vicuna7b_lora.py 649fc48067a48529 ran · our draft was wrong BSD-3-Clause (permissive)
arXiv:2025.findings-acl.949 renjie3/GRUN/baseline/finetune.py 649fc48067a48529 ran · our draft was wrong MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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